A beautiful flower – may not be fragrant .. ..Dahlias are tuberous perennials; most have simple leaves that are segmented and toothed or cut. The compound flowers are seen in white, yellow, red, or purple in color. Wild species of dahlias have both disk and ray flowers in the flowering heads.